55 search results - page 1 / 11 » A Semi-Random Multiple Decision-Tree Algorithm for Mining Da... |
JCST
2007
13 years 10 months ago
2007
KDD
2003
ACM
14 years 11 months ago
2003
ACM
In this paper we study the problem of constructing accurate decision tree models from data streams. Data streams are incremental tasks that require incremental, online, and any-ti...
KDD
2003
ACM
14 years 11 months ago
2003
ACM
Decision tree construction is a well studied problem in data mining. Recently, there has been much interest in mining streaming data. Domingos and Hulten have presented a one-pass...
HIPC
2005
Springer
14 years 4 months ago
2005
Springer
Several challenging new applications demand the ability to do data mining on resource constrained devices. One such application is that of monitoring physiological data streams ob...
JMLR
2010
13 years 9 months ago
2010
A new algorithm for building decision tree classifiers is proposed. The algorithm is executed in a distributed environment and is especially designed for classifying large datase...